Towards Improved Cervical Cancer Screening: Vision Transformer-Based Classification and Interpretability

Khoa Tuan Nguyen, Ho-min Park, Gaeun Oh +2

We propose a novel approach to cervical cell image classification for cervical cancer screening using the EVA-02 transformer model. We developed a four-step pipeline: fine-tuning E…